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ResearchFormerly WizWand

Image Copy Detection on DALL-E 2 (test)

0.826Average SimilarityExponential PDF
0.063680.261590.45950.65741Sep 30, 2024
Updated 8mo ago

Evaluation results

MethodLinks
Exponential PDFClass=Ours2024.090.826
Linear PDFClass=Ours2024.090.798
Gaussian PDFClass=Ours2024.090.784
Reducing RDClass=Models Trained on D-Rep2024.090.736
GPT-4VClass=Vision-language Models2024.090.705
RegressionClass=Models Trained on D-Rep2024.090.705
CLIPClass=Vision-language Models2024.090.694
BLIPClass=Vision-language Models2024.090.673
SLIPClass=Vision-language Models2024.090.668
SimCLRClass=Self-supervised Learning Models2024.090.644
Label SmoothingClass=Models Trained on D-Rep2024.090.636
SimSiamClass=Self-supervised Learning Models2024.090.619
DINOv2Class=Self-supervised Learning Models2024.090.593
ZeroVLClass=Vision-language Models2024.090.585
MoCov3Class=Self-supervised Learning Models2024.090.535
Enlarging PCCClass=Models Trained on D-Rep2024.090.523
DeiT-BClass=Supervised Pre-trained Models2024.090.496
MAEClass=Self-supervised Learning Models2024.090.487
ResNet-50Class=Supervised Pre-trained Models2024.090.465
ConvNeXtClass=Supervised Pre-trained Models2024.090.432
One-hot LabelClass=Models Trained on D-Rep2024.090.4
Swin-BClass=Supervised Pre-trained Models2024.090.391
BoTClass=Current ICD Models2024.090.346
CNNCLClass=Current ICD Models2024.090.27
EfNetClass=Current ICD Models2024.090.267
EfficientNetClass=Supervised Pre-trained Models2024.090.215
SSCDClass=Current ICD Models2024.090.18
ASLClass=Current ICD Models2024.090.093